Pith Number

pith:XT74HBVP

pith:2024:XT74HBVPE6WEEVPHB5XZG44APB

not attested not anchored not stored refs pending

Online Policy Optimization in Unknown Nonlinear Systems

Adam Wierman, Emile Anand, Fengze Xie, James A. Preiss, Soon-Jo Chung, Yiheng Lin, Yisong Yue

arxiv:2404.13009 v1 · 2024-04-19 · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XT74HBVPE6WEEVPHB5XZG44APB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Role Steering of Language Models for Social Simulations

Receipt and verification

First computed	2026-07-05T08:10:01.927488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcffc386af27ac4255e70f6f9373807875bc8ffdf59910c4e28e0135a044699f

Aliases

arxiv: 2404.13009 · arxiv_version: 2404.13009v1 · doi: 10.48550/arxiv.2404.13009 · pith_short_12: XT74HBVPE6WE · pith_short_16: XT74HBVPE6WEEVPH · pith_short_8: XT74HBVP

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XT74HBVPE6WEEVPHB5XZG44APB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: bcffc386af27ac4255e70f6f9373807875bc8ffdf59910c4e28e0135a044699f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf408723a7fc972955c5dea09378e377140f437170e556976b5895ae60405fae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-04-19T17:13:24Z",
    "title_canon_sha256": "c7d6c4d7cf1d73573797c97a19639447c7edd8fe7b774c04209c976ffb5af2f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.13009",
    "kind": "arxiv",
    "version": 1
  }
}